<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xmlns:xhtml="http://www.w3.org/1999/xhtml">
  <url>
    <loc>https://www.princetonclimateinstitute.org/news</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2026-01-05</lastmod>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/xl9gs2zevwosy9xkfho2ndkooqxdhl</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/b3001d64-bdf1-4211-8dda-9f8b2c71b0c9/RemPlexSummit_web-hero-image_1600x1200_new-IAEA_April2025.jpeg</image:loc>
      <image:title>News - Presentation on our ML SM forecast paper at the  DOE-PNNL&amp;nbsp;RemPlex Summit - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/paper-published-on-global-evaporation-monitoring</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-05</lastmod>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/presentation-on-ai-for-flood-and-drought-early-warning-at-unesco</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/40a71c35-4d1f-4af8-b8bc-95eb7782a400/Screenshot+2026-01-05+at+16.26.56.png</image:loc>
      <image:title>News - Presentation on AI for flood and drought early warning at UNESCO - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/paper-on-warming-accelerates-global-drought-severity-published-in-nature</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/ee7d9e1b-fcad-4d71-9b9b-a59f38562c2b/41586_2025_9047_Fig1_HTML.png.webp</image:loc>
      <image:title>News - Paper on “Warming accelerates global drought severity“ published in Nature - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/paper-on-high-resolution-remotely-sensed-sm-and-et</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/2226847c-43ac-4671-8782-653803f3f987/wrcr70151-fig-0011-m.webp</image:loc>
      <image:title>News - Paper on high resolution remotely sensed SM and ET - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/contribution-to-unesco-report-on-applications-of-artificial-intelligence-for-water-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/e6063efe-1894-4e9e-9492-2e15f449c743/AI-for-WRM-980x1268.png</image:loc>
      <image:title>News - Contribution to UNESCO report on “Applications of artificial intelligence for water management” - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/pci-research-at-agu-dec-2024</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-12-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/44109eb1-369c-45ba-afdd-46614d1d8e31/agu_poster_flood_forecasting_bupusa_dec2024.jpg</image:loc>
      <image:title>News - PCI research at AGU, Dec 2024 - Make it stand out</image:title>
      <image:caption>Poster on operational flood monitoring and forecasting in the BuPuSa river basins of Zimbabwe/Mozambique, presented at the AGU 2024 fall meeting in DC.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/paper-on-enhanced-resolution-satellite-monitoring-of-dryland-vegetation-water-potential</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/d5d8d76f-3cc7-4e3e-8cfd-a8e0df35181d/grl68429-fig-0001-m.png</image:loc>
      <image:title>News - Paper on enhanced resolution satellite monitoring of dryland vegetation water potential - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/workshop-on-flood-and-drought-early-in-madagascar</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-10-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/675fdf33-5b99-4a75-a09d-d54456e5bf1e/Picture234.jpeg</image:loc>
      <image:title>News - Workshop on flood and drought early in Madagascar - Make it stand out</image:title>
      <image:caption>Participants in the workshop, from the Government of Madagascar, UNESCO, USACE, PCI and University of Southampton</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/new-study-on-flash-drought-in-science</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-07-31</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/fa375757-d18e-4f54-a47f-7fe8365acc34/science.abn6301-f3.jpg</image:loc>
      <image:title>News - New study on flash drought in Science magazine - Make it stand out</image:title>
      <image:caption>Figure. Historical and future trends in flash drought ratio and onset speed of subseasonal droughts averaged over the IPCC SREX regions.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/presentation-at-the-google-flood-forecasting-workshop</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-04-04</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/aa4abf7f-7ce0-4df2-9293-bfda1a2258c3/Screenshot+2023-04-04+at+08.15.52.png</image:loc>
      <image:title>News - Presentation at the Google Flood Forecasting Workshop - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/new-version-of-the-african-flood-and-drought-monitor-live</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-12-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/2dd92419-a2d9-41f3-8c7e-b2cd1b4a4909/afdm_screenshot_2.png</image:loc>
      <image:title>News - New version of the African Flood and Drought Monitor live… - Make it stand out</image:title>
      <image:caption>African Flood and Drought Monitor (AFDM)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/predicting-country-crop-yields-at-field-scale</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-04-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1618163110181-69IY7CZU2D3BEHG368YZ/figure_vergopolan_zambia_yields_1.png</image:loc>
      <image:title>News - Predicting crop yields at field scale across Zambia</image:title>
      <image:caption>Figure 1. Mean April values (2000–2018) of soil moisture at 30-m spatial resolution, as simulated by HydroBlocks land surface model. April root zone soil moisture was the most predictive variables in the ML model.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1618163270693-OS6QRQET1QIJWYL3687Q/figure_vergopolan_zambia_yields_2.png</image:loc>
      <image:title>News - Predicting crop yields at field scale across Zambia</image:title>
      <image:caption>Figure 2. The most important predictors for maize yield at the district-scale. The predictors were selected and ranked via Recursive Feature Elimination, with the importance rank shown in terms of delta R . Results are shown for case 1 (considering all the variables), case 2 (without precipitation and air temperature predictors), and case 3 (without soil moisture and soil temperature predictors). Each color represents different categories of predictors data.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1618163388371-IJPUCIOG08WO0LAILBZV/figure_vergopolan_zambia_yields_3.png</image:loc>
      <image:title>News - Predicting crop yields at field scale across Zambia</image:title>
      <image:caption>Figure 3. Annual maize yields (a), coefficient of variation (d), and maize yield trends (g) for the period between 2000–2018 estimated using a random forest model. Each zoom panel (b, c, e, f, h, i) shows the respective estimates at a 250-m resolution for a 50-km x 50-km area.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/seasonal-forecasting-of-drought-conditions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593964988630-K0AIA6IEAIMDGOLQ17NT/seasonal_forecast_drought_europe.png</image:loc>
      <image:title>News - Seasonal forecasting of drought conditions</image:title>
      <image:caption>Figure 1. Example forecast of streamflow across Europe for the extreme drought and heatwave of August 2003, initialised on July 1st. The data are available from the EDgE project at http://edge.climate.copernicus.eu/</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/project-one-llaxa</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-09</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593943802678-JKXSPTX7ST1Q1HE7Y4PO/global_drought_risk_short_term_bams.png</image:loc>
      <image:title>News - Mapping global drought risks</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593943805750-MYS85OH4UTAK89252ELG/global_drought_risk_medium_term_bams.png</image:loc>
      <image:title>News - Mapping global drought risks</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/project-three-kblbn</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593944988396-9IXPMSSE22IQ6TLE9044/flood_risk_map_landsat_burundi.png</image:loc>
      <image:title>News - Flood risk mapping: from local to global</image:title>
      <image:caption>Figure 1. Flood risk mapping for Bujumbura, Burundi (central Africa) showing the number of times that each 30-meter pixel has been flooded in the last 40 years.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593945026519-XHNQPZF8TZLIL7N9WW67/global_flood_risk__50yr_bams.png</image:loc>
      <image:title>News - Flood risk mapping: from local to global</image:title>
      <image:caption>Figure 2. Annual maximum fractional flooded area for different 50-year return period (a flood with a 2% probability of occurrence) estimated from CaMa-Flood model simulations and GEV distribution statistical modelling.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/forecasting-flooding-from-cyclone-idai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1594154901225-666R469HHJ9NIWXTDTI8/a_maps_01_20190312.gif</image:loc>
      <image:title>News - Forecasting flooding from Cyclone Idai</image:title>
      <image:caption>Figure 2. Monitoring (right) and forecasting (left) the flooding associated with Cyclone Idai.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593947077687-H54310ERIF4NBZ3YTV36/idai_viirs_201970.jpg</image:loc>
      <image:title>News - Forecasting flooding from Cyclone Idai</image:title>
      <image:caption>Figure 1. NASA Earth Observatory image by Lauren Dauphin, using VIIRS data from the Suomi National Polar-orbiting Partnership.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/project-two-srnk2</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593945332751-64TRGZPJBGKUU0W6A17D/drought_risk_future_europe.png</image:loc>
      <image:title>News - Future drought risk under climate change</image:title>
      <image:caption>Figure 1. Future changes in European agricultural drought under different levels of global warming (1 to 3 degrees Centigrade).</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/news/project-four-h4a4g</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593945674448-NE720PUER41CHFEUWSY7/flood_risk_future_europe.png</image:loc>
      <image:title>News - Future Changes in European Floods</image:title>
      <image:caption>Figure 1. Relative changes of multi-model ensemble median for different warming levels in comparison to the reference period 1971–2000.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/home</loc>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
    <lastmod>2023-04-04</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593940722115-T3GU412HP3EUIC5JGMO7/matthew-feeney-75IV0_EFh0c-unsplash.jpg</image:loc>
      <image:title>Home - Learn more about our science and projects</image:title>
      <image:caption>We carry out fundamental research to understand how the water cycle is changing with climate and how this manifests in water risks such as floods and droughts. We translate this research into applications to understand how these changes impact on water resource, agriculture, power generation, land use and the environment.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/1593941120566-EBG1XOQ2Y0U8MI0P92C4/image-asset.jpeg</image:loc>
      <image:title>Home - Addressing critical climate and water challenges is possible with the best science and data</image:title>
      <image:caption>Our research leadership team bring decades of experience to bear on one of the greatest challenges of our time. We collaborate with academics, scientists, and practitioners across the world to solve global water problems.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5eff5c625206ef2e13b1a355/e319fa9b-dd93-478a-ab22-41bbc668a1f7/eric-wood-IMG_5659-cropped.jpg</image:loc>
      <image:title>Home - Professor Eric F. Wood</image:title>
      <image:caption>Professor Eric F. Wood, co-founder of PCI, passed on November 3, 2021. Eric made tremendous contributions to the hydrological sciences over the past 4 decades, which have been recognized by many awards and honors. His passing is a great loss to the hydrology and climate science communities, and to PCI. Memorials to Eric can be found at Princeton University and the International Institute for Applied Systems Analysis (IIASA).</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/contact-us</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-07-08</lastmod>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/take-action</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-07-08</lastmod>
  </url>
  <url>
    <loc>https://www.princetonclimateinstitute.org/about</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2023-10-24</lastmod>
  </url>
</urlset>

